Error in odbcDriverConnect(paste0("driver={ODBC Driver 13 for SQL Server};",  : 
  could not find function "odbcDriverConnect"

First need to join up the real property data (Open Baltimore) the sales data (provided by Steve, and with deed dates from January 1, 2010 through October 2018) so we have a neighborhood for as many sales as we can.

1,153 sales didn’t match to a block-lot in the real property table, which means that the block-lot jointly was not in the real prop table.

Also, there are about 16,000 properties in the real prop table that don’t have a neighborhood.

So after joining we end up with 9,428 sales that don’t have a neighborhood.

The real property table also gives if it is principal residence or not, so we’ll also filter for the sales that are for principal residences.

Distribution of city-wide 2018 sales prices:

   85% 
275000 

Bring in permit data

Observations: 836,816
Variables: 45
$ ID_Permit        <int> 375642224, 375642225, 375642226, 375642227, 37...
$ csm_caseno       <fct> 000000001, 000000002, 000000003, 000000004, 00...
$ csm_plan_year    <int> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
$ csm_plans_number <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
$ csm_description  <fct> issued through building inspection, install ga...
$ csm_expr_date    <dttm> 1994-06-06, 1994-06-04, 1993-06-06, 1994-06-0...
$ csm_finaled_date <dttm> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N...
$ csm_issued_date  <dttm> 1993-09-30, 1993-06-14, 1993-06-14, 1993-06-1...
$ csm_name_first   <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
$ csm_name_last    <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
$ csm_name_mi      <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
$ csm_projname     <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
$ csm_recd_by      <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
$ csm_recd_date    <dttm> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N...
$ csm_status       <fct> EXP, EXP, EXP, EXP, EXP, EXP, EXP, EXP, EXP, E...
$ csm_frozen       <fct> N, N, N, N, N, N, N, N, N, N, F, N, N, N, N, N...
$ csm_auto_cond    <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
$ csm_updateby     <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
$ csm_updated      <dttm> 2005-08-07, 2005-08-07, 2005-08-07, 2005-08-0...
$ csm_projno       <fct> 000000001, 000000002, 000000003, 000000004, 00...
$ prc_avp_no       <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...
$ csm_target_date  <dttm> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N...
$ case_type        <fct> COM, COM, COM, COM, COM, COM, COM, COM, COM, C...
$ PLANADDRESS      <fct> 0000 COUNTER, 1067 CAMERON ROAD, 4266 CLYDESDA...
$ prc_parcel_no    <fct> 9948 948, 5142 034, 3575C010, 5164 022, 3355 0...
$ com_type_work    <fct> OTH, OTH, AA, OTH, OTH, OTH, OTH, OTH, OTH, AA...
$ com_sprinklers   <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
$ com_existing_use <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
$ csm_type_work    <fct> OTH, OTH, AA, OTH, OTH, OTH, OTH, OTH, OTH, AA...
$ csm_use          <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
$ PlansNum         <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
$ csm_st_name      <fct> COUNTER, CAMERON ROAD, CLYDESDALE AVE, KENILWO...
$ csm_st_number    <fct> 0000, 1067, 4266, 5313, 2518, 4217, 3527, 0720...
$ csm_st_pfx       <fct> NA, NA, NA, NA, NA, NA, NA, NA, E, NA, NA, NA,...
$ prc_block_no     <fct> 9948 , 5142, 3575C, 5164, 3355, 5749, 5555, 76...
$ prc_lot          <fct> 948, 034, 010, 022, 010, 017, 194, 036, 048, 0...
$ prc_neighborhood <fct> NA, CAMERON VILLAGE, MEDFIELD, KENILWORTH PARK...
$ PlanURL          <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
$ prc_hi_dist      <int> NA, 570, 540, 570, 672, 480, 470, 980, 551, 62...
$ csm_cost         <dbl> 0, 2000, 2290, 1400, 6600, 5800, 4500, 5350, 7...
$ csm_mastno       <fct> 000000001, 000000002, 000000003, 000000004, 00...
$ BlockLot         <fct> 9948 948, 5142034, 3575C010, 5164022, 3355010,...
$ csm_id           <fct> 200243175721, 200243175722, 200243175723, 2002...
$ Applicant        <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
$ Lessee           <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...

Neighborhood Summary Table, 2015-2017

We have 16110 samples to work with that are in 2015-2017, have a neighborhood, were an arms-length sale, and are the principal residence.

Which neighborhoods have less than 20 sales meeting the criteria?

84 neighborhoods have less than 20 sales meeting the criteria. We’ll exclude them going forward so we have a reasonable sample size.

98th Percentile

Criteria & Results

There are 167 sales that meet the following criteria:

  • Deed date was between January 1, 2018 and October 5, 2018
  • Arms-length sale
  • Principal residence
  • Neighborhood had at least 20 sales
  • 98th percentile for sales prices for their neighborhood.

(If this yield isn’t high enough we can bump it down to the 95th percentile.)

Map

Full list

Detect jumps

99th Percentile

Criteria & Results

There are 167 sales that meet the following criteria:

  • Deed date was between January 1, 2018 and October 5, 2018
  • Arms-length sale
  • Principal residence
  • Neighborhood had at least 20 sales
  • 99th percentile for sales prices for their neighborhood.

(If this yield isn’t high enough we can bump it down to the 95th percentile.)

Map

In Middle Neighborhood, 99th Percentile for Neighborhood, Over $250k, Over $10k Permit Activity

The following criteria are used below:

[1] 45

Further filter for permit value totals over $10,000.

Results in 27 properties.

[1] 27

Full List

MRIS data Nov 2018 - February 2019

Observations: 2,189
Variables: 24
$ Address                                                                                <chr> "10 E...
$ Zip_Code                                                                               <dbl> 21202...
$ Close_Date                                                                             <dttm> 2019...
$ Ownership                                                                              <chr> "Cond...
$ Type                                                                                   <chr> "Pent...
$ Townhouse_Type                                                                         <chr> "Cont...
$ List_Price                                                                             <dbl> 11000...
$ Close_Price                                                                            <dbl> 11000...
$ Transaction_Type                                                                       <chr> "Stan...
$ Year_Built                                                                             <dbl> 1989,...
$ Bedrooms                                                                               <dbl> 3, 3,...
$ Baths_Full                                                                             <dbl> 4, 2,...
$ Baths_Half                                                                             <dbl> 1, 1,...
$ New_Construction                                                                       <chr> "No",...
$ Year_Renovated                                                                         <dbl> NA, N...
$ Total_Assessment                                                                       <dbl> 15093...
$ Original_List_Price                                                                    <dbl> 11000...
$ New_Trust_Loan_Type                                                                    <chr> "Cash...
$ Neighborhood                                                                           <chr> "Otte...
$ `Sales Price to Original List Price Ratio\r\n(Close Price divided by Orig List Price)` <dbl> 1.000...
$ `2017 Housing Market Typology: Predominant`                                            <chr> "A", ...
$ X__1                                                                                   <lgl> NA, N...
$ `N'hood 2018 Average`                                                                  <dbl> 39719...
$ `N'hood 2018 Median`                                                                   <dbl> 38900...
---
title: "Recent Sales Outliers"
author: "Justin Elszasz, Mayor's Office of Innovation"
email: "justin.elszasz@baltimorecity.gov"
date: "Thursday, February 28, 2019"
output:
  html_notebook:
    code_folding: hide
    fig_height: 5
    fig_width: 10
    toc: yes
    toc_depth: 2
---

```{r setup, include = FALSE, echo = FALSE, message = FALSE, cache = TRUE}
knitr::opts_chunk$set(echo = FALSE, warning = F, message = F, include = T,
                                 fig.width = 10, fig.height = 5)
```


```{r}
source("../src/00_initialize.R")
sales <- load_sales_data(load.cache = T)

library(readxl)
library(RSocrata)
library(sp)
library(leaflet)
library(RODBC)
library(htmltools)

real.prop.url <- "https://data.baltimorecity.gov/resource/6act-qzuy.json"
real.prop <- read.socrata(real.prop.url, app_token = VARS$SOCRATA_TOKEN)

hoods <- get_neighborhood_boundaries()
hmt <- load_block_group_data(load.cache = T)
hmt.hood <- read_excel("../data/raw/hmt/HMT by Neighborhood 2017.xlsx")

conn.gis <- odbcDriverConnect(
  paste0(
    'driver={ODBC Driver 13 for SQL Server};',
    'server=', VARS$EGIS_SERVER, 
    ';uid=', VARS$EGIS_SERVER_USER,
    ';pwd=',VARS$EGIS_SERVER_PWD, 
    ';database=housing;trusted_connection=No')
)

permits <- sqlFetch(conn.gis, "housing.tbl_Permit")

mris.recent <- read_excel("../data/raw/sales/Nov 2018 - Feb 2019 sales for Justin.xlsx")
```

First need to join up the real property data ([Open Baltimore]([http://data.baltimorecity.gov/Financial/Real-Property-Taxes/27w9-urtvto)) the sales data (provided by Steve, and with **deed dates from January 1, 2010 through October 2018**) so we have a neighborhood for as many sales as we can.

```{r}
sales <- sales %>% rename(sales.block = Block, sales.lot = Lot)
real.prop <- real.prop %>% rename(real.block = block, real.lot = lot)
```

```{r}
real.prop <- real.prop %>%
  mutate(real.block.clean = gsub("^0+", "", real.block),
         real.lot.clean = gsub("^0+", "", real.lot))

sales <- sales %>%
  mutate(sales.block.clean = gsub("^0+", "", sales.block),
         sales.lot.clean = gsub("^0+", "", sales.lot))
```

```{r}
sales <- sales %>%
  left_join(real.prop, 
            by = c("sales.block.clean" = "real.block.clean",
                   "sales.lot.clean" = "real.lot.clean")
            )
```

```{r}
sales %>% count(is.na(real.block), is.na(real.lot))
```

1,153 sales didn't match to a block-lot in the real property table, which means that the block-lot jointly was not in the real prop table. 

Also, there are about 16,000 properties in the real prop table that don't have a neighborhood. 

```{r}
real.prop %>% count(is.na(neighborhood))
```

So after joining we end up with 9,428 sales that don't have a neighborhood.

```{r}
sales %>% count(!is.na(neighborhood))
```

The real property table also gives if it is principal residence or not, so we'll also filter for the sales that are for principal residences.

```{r}
sales %>% count(rescode)
```

Distribution of city-wide 2018 sales prices:

```{r}
sales %>%
  filter(year(deed.date) == 2018) %>%
  ggplot(aes(`Sales Price`)) +
  geom_histogram() +
  theme_iteam_google_docs() +
  xlim(c(0, 500000))
```

```{r}
quantile(sales$`Sales Price`, 0.85)
```
 
# Bring in permit data

```{r}
permits %>% glimpse()
```

```{r}
permits %>% count(csm_status)
```

```{r}
permits %>% count(csm_type_work)
```

# Neighborhood Summary Table, 2015-2017

```{r}
meet.criteria <- sales %>%
  filter(year(deed.date) %in% c(2015, 2016, 2017),
         !is.na(neighborhood),
         `How Conveyed` == 1,
         !grepl("NOT", rescode)) %>%
  nrow
```

We have `r meet.criteria` samples to work with that are in 2015-2017, have a neighborhood, were an arms-length sale, and are the principal residence.

```{r}
sales.summary.15_17.by.hood <- sales %>%
  filter(year(deed.date) %in% c(2015, 2016, 2017),
         !is.na(neighborhood),
         `How Conveyed` == 1,
         !grepl("NOT", rescode)) %>%
  group_by(neighborhood) %>%
  summarise(hood.n = n(),
            hood.mean = mean(`Sales Price`),
            hood.median = median(`Sales Price`),
            hood.std = sqrt(sum((`Sales Price`-hood.mean)^2/(hood.n-1))),
            hood.95th = quantile(`Sales Price`, probs = .95),
            hood.98th = quantile(`Sales Price`, probs = .98),
            hood.99th = quantile(`Sales Price`, probs = .99))

sales.summary.15_17.by.hood  
```

Which neighborhoods have less than 20 sales meeting the criteria?

```{r}
sales.summary.15_17.by.hood %>%
  filter(hood.n < 20)
```

84 neighborhoods have less than 20 sales meeting the criteria. We'll exclude them going forward so we have a reasonable sample size.

```{r}
# Join the summaries to the neighborhood boundaries
hoods@data <- hoods@data %>% 
  left_join(sales.summary.15_17.by.hood,
            by = c("label" = "neighborhood"))
```


# 98th Percentile

## Criteria & Results

```{r}
sales.hood.98th <- sales %>%
  left_join(sales.summary.15_17.by.hood,
            by = c("neighborhood" = "neighborhood")) %>%
  filter(year(deed.date) == 2018,
         hood.n >= 20,
         `Sales Price` >= hood.98th,
         `How Conveyed` == 1,
         !grepl("NOT", rescode)) %>%
  arrange(neighborhood)

result.sales <- nrow(sales.hood.98th)
```

**There are `r result.sales` sales that meet the following criteria:**

- Deed date was between January 1, 2018 and October 5, 2018
- Arms-length sale
- Principal residence
- Neighborhood had at least 20 sales
- 98th percentile for sales prices for their neighborhood.

(If this yield isn't high enough we can bump it down to the 95th percentile.)


```{r}
sales.hood.98th$long <- lapply(sales.hood.98th$location.coordinates, function(x) x[1]) %>% unlist()

sales.hood.98th$lat <- lapply(sales.hood.98th$location.coordinates, function(x) x[2]) %>% unlist()
```


```{r}
sales.hood.98th.geo <- sales.hood.98th %>% filter(!is.na(long))
  
sales.hood.98th.geo <- SpatialPointsDataFrame(
  sales.hood.98th.geo %>% select(long, lat), 
  sales.hood.98th.geo,
  proj4string = CRS("+proj=longlat +datum=WGS84 +no_defs +ellps=WGS84 +towgs84=0,0,0"))

sales.hood.98th.geo <- 
  spTransform(
    sales.hood.98th.geo, 
    CRSobj = CRS("+init=epsg:4326 +proj=longlat +datum=WGS84 +no_defs +ellps=WGS84 +towgs84=0,0,0")
    )

```

## Map

```{r}
library(htmltools)

hoods.labels <- paste0(
  hoods$label,
  "<br>Median Sales, 2015-2017: ", as.character(hoods$hood.median)
  
)

sale.labels <- paste0(
  sales.hood.98th.geo$`House #`, " ",
  sales.hood.98th.geo$`Street Name`, " ",
  sales.hood.98th.geo$Suffix, 
  "<br>Sale Price in 2018: ", 
  as.character(sales.hood.98th.geo$`Sales Price`),
  "<br>New Owner: ", sales.hood.98th.geo$new.owner
)


leaflet() %>%
  setView(lng = -76.6, lat = 39.3, zoom = 11) %>%
  addProviderTiles(providers$Stamen.TonerLite) %>% 
  addPolygons(data = hoods, 
              weight = 2, 
              color = "black",
              opacity = 0.5,
              fillOpacity = 0, 
              label = ~lapply(hoods.labels, HTML)) %>%
  addCircleMarkers(data = sales.hood.98th.geo, 
                   radius = 2,
                   label = ~lapply(sale.labels, HTML))
```

## Full list

```{r}
sales.hood.98th 
```

# Detect jumps

```{r}
#look for temporal jumps in prices
```

# 99th Percentile

## Criteria & Results

```{r}
sales.hood.99th <- sales %>%
  left_join(sales.summary.15_17.by.hood,
            by = c("neighborhood" = "neighborhood")) %>%
  filter(year(deed.date) == 2018,
         hood.n >= 20,
         `Sales Price` >= hood.99th,
         `How Conveyed` == 1,
         !grepl("NOT", rescode)) %>%
  arrange(neighborhood)

result.sales <- nrow(sales.hood.99th)
```

**There are `r result.sales` sales that meet the following criteria:**

- Deed date was between January 1, 2018 and October 5, 2018
- Arms-length sale
- Principal residence
- Neighborhood had at least 20 sales
- 99th percentile for sales prices for their neighborhood.

(If this yield isn't high enough we can bump it down to the 95th percentile.)


```{r}
sales.hood.99th$long <- lapply(sales.hood.99th$location.coordinates, function(x) x[1]) %>% unlist()

sales.hood.99th$lat <- lapply(sales.hood.99th$location.coordinates, function(x) x[2]) %>% unlist()
```


```{r}
sales.hood.99th.geo <- sales.hood.99th %>% filter(!is.na(long))
  
sales.hood.99th.geo <- SpatialPointsDataFrame(
  sales.hood.99th.geo %>% select(long, lat), 
  sales.hood.99th.geo,
  proj4string = CRS("+proj=longlat +datum=WGS84 +no_defs +ellps=WGS84 +towgs84=0,0,0"))

sales.hood.99th.geo <- 
  spTransform(
    sales.hood.99th.geo, 
    CRSobj = CRS("+init=epsg:4326 +proj=longlat +datum=WGS84 +no_defs +ellps=WGS84 +towgs84=0,0,0")
    )

```

## Map

```{r}


hoods.labels <- paste0(
  hoods$label,
  "<br>Median Sales, 2015-2017: ", as.character(hoods$hood.median)
  
)

sale.labels <- paste0(
  sales.hood.99th.geo$`House #`, " ",
  sales.hood.99th.geo$`Street Name`, " ",
  sales.hood.99th.geo$Suffix, 
  "<br>Sale Price in 2018: ", 
  as.character(sales.hood.99th.geo$`Sales Price`),
  "<br>New Owner: ", sales.hood.99th.geo$new.owner
)


leaflet() %>%
  setView(lng = -76.6, lat = 39.3, zoom = 11) %>%
  addProviderTiles(providers$Stamen.TonerLite) %>% 
  addPolygons(data = hoods, 
              weight = 2, 
              color = "black",
              opacity = 0.5,
              fillOpacity = 0, 
              label = ~lapply(hoods.labels, HTML)) %>%
  addCircleMarkers(data = sales.hood.99th.geo, 
                   radius = 2,
                   label = ~lapply(sale.labels, HTML))
```

```{r}
emily.list <- c("4011 BARRINGTON",
                "DORCHESTER",
                "2319 MONTICELLO")

sales.hood.98th.geo@data %>% 
  filter(grepl(paste(emily.list, collapse="|"), propertyaddress))
```

# In Middle Neighborhood, 99th Percentile for Neighborhood, Over $250k, Over $10k Permit Activity

The following criteria are used below:

- Deed date was between January 1, 2018 and October 5, 2018
- Arms-length sale
- Principal residence
- Neighborhood had at least 20 sales
- 99th percentile for sales prices for their neighborhood.
- Sale price over $250,000
- Permits issued between 2017-2018
- Total permit value at least $10,000

```{r}
permits.recent <- permits %>% 
  filter(csm_issued_date >= "2017-01-01") %>%
  mutate(permit.block.clean = gsub("^0+", "", prc_block_no),
         permit.lot.clean = gsub("^0+", "", prc_lot))

permits.recent.summary <- permits.recent %>%
  group_by(permit.block.clean, permit.lot.clean) %>%
  summarise(permit.count = n(),
            permit.total.value = sum(csm_cost, na.rm = T))
```

```{r}
mid.hoods <- hmt.hood %>% filter(`Predominant Code Ignoring Non-Residential` %in% c("D", "E", "F", "G", "H"))

sales.99th.mid.hood <- subset(sales.hood.99th.geo, tolower(neighborhood) %in% tolower(mid.hoods$Neighborhood))

sales.99th.mid.hood.over.250k <- subset(sales.99th.mid.hood,
                                        `Sales Price` > 250000)
```

```{r}
sales.99th.mid.hood.over.250k@data %>% nrow
```


```{r}
sales.99th.mid.hood.over.250k@data <- sales.99th.mid.hood.over.250k@data %>%
  left_join(permits.recent.summary, 
            by = c("sales.block.clean" = "permit.block.clean",
                   "sales.lot.clean" = "permit.lot.clean"))
```

Further filter for permit value totals over $10,000.

```{r}
sales.99th.mid.hood.over.250k.10k.permit <- subset(sales.99th.mid.hood.over.250k, permit.total.value >= 10000)
                                                   
```

Results in 27 properties.

```{r}
sales.99th.mid.hood.over.250k.10k.permit@data %>% nrow
```


```{r out.width="100%", width = 8}

mid.hoods.geo <- subset(hoods, 
                        tolower(label) %in% tolower(mid.hoods$Neighborhood))



mid.hoods.labels <- paste0(
  mid.hoods.geo$label,
  "<br>Median Sales, 2015-2017: ", as.character(mid.hoods.geo$hood.median)
  
)

sale.labels <- paste0(
  "Analysis: SDAT (through October 18)<br>",
  sales.99th.mid.hood.over.250k.10k.permit$`House #`, " ",
  sales.99th.mid.hood.over.250k.10k.permit$`Street Name`, " ",
  sales.99th.mid.hood.over.250k.10k.permit$Suffix, 
  "<br>Sale Price in 2018: ", 
  as.character(sales.99th.mid.hood.over.250k.10k.permit$`Sales Price`),
  "<br>New Owner: ", sales.99th.mid.hood.over.250k.10k.permit$new.owner,
  "<br>Permits Issued from 2017-2018: ", sales.99th.mid.hood.over.250k.10k.permit$permit.count,
  "<br>Total Permit Value from 2017-2018: ", sales.99th.mid.hood.over.250k.10k.permit$permit.total.value
)


leaflet() %>%
  setView(lng = -76.6, lat = 39.3, zoom = 11) %>%
  addProviderTiles(providers$Stamen.TonerLite) %>% 
  addPolygons(data = hoods, 
              weight = 2, 
              
              color = "black",
              opacity = 0.5,
              fillOpacity = 0, 
              label = ~lapply(hoods.labels, HTML)) %>%
  addPolygons(data = mid.hoods.geo, 
              weight = 2, 
              #color = "black",
              opacity = 0.0,
              fillOpacity = .2,
              fillColor = iteam.colors[3],
              label = ~lapply(mid.hoods.labels, HTML)) %>%
  addCircleMarkers(data = sales.99th.mid.hood.over.250k.10k.permit, 
                   color = iteam.colors[1],
                   opacity = 1,
                   radius = 2,
                   label = ~lapply(sale.labels, HTML))
```

## Full List

```{r}
sales.99th.mid.hood.over.250k.10k.permit@data
```

# MRIS data Nov 2018 - February 2019

```{r}
library(ggmap)
register_google(Sys.getenv("GOOGLE_GEO_KEY"))
```

```{r}
julie.list <- read_excel("../data/raw/sales/Nov 2018 - Feb 2019 sales for Justin.xlsx", sheet = 2)
```

```{r}
julie.list
```

```{r}
julie.list.geocoded <- julie.list %>%
  mutate(full.address = paste0(Address, ", Baltimore, MD, ", Zip_Code)) %>%
  mutate_geocode(full.address)

julie.list.geocoded

```


```{r}
mris.recent %>% glimpse()
```



```{r}
mris.recent.outliers <- mris.recent %>%
  left_join(sales.summary.15_17.by.hood,
            by = c("Neighborhood" = "neighborhood")) %>%
  filter(hood.n >= 20,
         Close_Price >= hood.99th) %>%
  arrange(Neighborhood) %>%
  mutate(full.address = paste0(Address, ", Baltimore, MD, ", Zip_Code)) %>%
  mutate_geocode(full.address)

saveRDS(mris.recent.outliers, "../data/processed/MRIS_outliers_geocoded.rds")
```

```{r}
mris.sale.labels <- paste0(
  "Analysis: MRIS (Nov 18 - Feb 19)<br>",
  mris.recent.outliers$Address,
  "<br>Sale Price in 2018: ", 
  as.character(mris.recent.outliers$Close_Price),
  "<br>Recent Renovation: ", mris.recent.outliers$Year_Renovated
)

julie.list.labels <- paste0(
  "Julie/Justin List<br>",
  julie.list.geocoded$Address,
  "<br>Sale Price in 2018: ", 
  as.character(julie.list$Close_Price),
  "<br>Recent Renovation: ", julie.list$Year_Renovated
)


leaflet() %>%
  setView(lng = -76.6, lat = 39.3, zoom = 11) %>%
  addProviderTiles(providers$Stamen.TonerLite) %>% 
  addPolygons(data = hoods, 
              weight = 2, 
              color = "black",
              opacity = 0.5,
              fillOpacity = 0, 
              label = ~lapply(hoods.labels, HTML)) %>%
  addPolygons(data = mid.hoods.geo, 
              weight = 2, 
              #color = "black",
              opacity = 0.0,
              fillOpacity = .2,
              fillColor = iteam.colors[3],
              label = ~lapply(mid.hoods.labels, HTML)) %>%
      addCircleMarkers(data = julie.list.geocoded,

                   color = iteam.colors[3],
                   opacity = 1,
                   radius = 2,
                   label = ~lapply(julie.list.labels, HTML)) %>%
  addCircleMarkers(data = mris.recent.outliers,

                   color = "red",
                   opacity = 1,
                   radius = 2,
                   label = ~lapply(mris.sale.labels, HTML)) %>%
    addCircleMarkers(data = sales.99th.mid.hood.over.250k.10k.permit, 
                   color = iteam.colors[1],
                   opacity = 1,
                   radius = 2,
                   label = ~lapply(sale.labels, HTML)) 

```





